124 search results - page 1 / 25 » Improving Evolutionary Algorithms with Multi-representation ... |
PPSN
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. We present an island model that uses different representations in each island. The model transforms individuals from one representation to another during migrations. We ...
ICPPW
2005
IEEE
13 years 10 months ago
2005
IEEE
This paper reports on the development of a novel island model for evolutionary algorithms, which is intrinsically parallel and intended to better utilise resources and outlier sol...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— Our theoretical understanding of island models (IMs) is much worse than of single-population evolutionary algorithms (EAs). As a consequence there is relatively little guidance...
GECCO
2010
Springer
13 years 9 months ago
2010
Springer
The island model for evolutionary algorithms allows to delay the global convergence of the evolution process and encourage diversity. However, solving large size and time-intensiv...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
Deceptive problems have always been considered difficult for Genetic Algorithms. To cope with this characteristic, the literature has proposed the use of Parallel Genetic Algorith...